| Number of Variables | 18 |
|---|---|
| Number of Rows | 128603 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 984 |
| Duplicate Rows (%) | 0.8% |
| Total Size in Memory | 31.4 MB |
| Average Row Size in Memory | 256.1 B |
| Variable Types |
|
| TMAX is skewed | Skewed |
|---|---|
| phh2o is skewed | Skewed |
| ocd is skewed | Skewed |
| cec is skewed | Skewed |
| sand is skewed | Skewed |
| silt is skewed | Skewed |
| clay is skewed | Skewed |
| PRCP is skewed | Skewed |
| county_name has a high cardinality: 622 distinct values | High Cardinality |
| TMIN has 6328 (4.92%) negatives | Negatives |
categorical
| Approximate Distinct Count | 11 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 9318007 |
| Mean | 7.4556 |
|---|---|
| Standard Deviation | 2.183 |
| Median | 8 |
| Minimum | 4 |
| Maximum | 12 |
| 1st row | IOWA |
|---|---|
| 2nd row | IOWA |
| 3rd row | IOWA |
| 4th row | IOWA |
| 5th row | IOWA |
| Count | 946843 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 11969 |
| Uppercase Letter | 946843 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 622 |
|---|---|
| Approximate Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 9212985 |
| Mean | 6.639 |
|---|---|
| Standard Deviation | 1.8297 |
| Median | 6 |
| Minimum | 3 |
| Maximum | 15 |
| 1st row | BUENA VISTA |
|---|---|
| 2nd row | BUENA VISTA |
| 3rd row | BUENA VISTA |
| 4th row | BUENA VISTA |
| 5th row | BUENA VISTA |
| Count | 846738 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 6913 |
| Uppercase Letter | 846738 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 7 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 8506838 |
| Mean | 1.1481 |
|---|---|
| Standard Deviation | 0.3552 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 2 |
| 1st row | 4 |
|---|---|
| 2nd row | 5 |
| 3rd row | 6 |
| 4th row | 7 |
| 5th row | 8 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 147643 |
numerical
| Approximate Distinct Count | 24 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 2057648 |
| Mean | 2012.0687 |
| Minimum | 2000 |
| Maximum | 2023 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 2000 |
|---|---|
| 5-th Percentile | 2001 |
| Q1 | 2006 |
| Median | 2012 |
| Q3 | 2017 |
| 95-th Percentile | 2022 |
| Maximum | 2023 |
| Range | 23 |
| IQR | 11 |
| Mean | 2012.0687 |
|---|---|
| Standard Deviation | 6.6138 |
| Variance | 43.7421 |
| Sum | 2.5876e+08 |
| Skewness | -0.0966 |
| Kurtosis | -1.0961 |
| Coefficient of Variation | 0.003287 |
numerical
| Approximate Distinct Count | 660 |
|---|---|
| Approximate Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 2057648 |
| Mean | 82.2587 |
| Minimum | 20.5 |
| Maximum | 128.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 20.5 |
|---|---|
| 5-th Percentile | 29.74 |
| Q1 | 82.4 |
| Median | 89.2 |
| Q3 | 94.1 |
| 95-th Percentile | 102.4 |
| Maximum | 128.8 |
| Range | 108.3 |
| IQR | 11.7 |
| Mean | 82.2587 |
|---|---|
| Standard Deviation | 21.551 |
| Variance | 464.446 |
| Sum | 1.0579e+07 |
| Skewness | -1.6757 |
| Kurtosis | 1.5672 |
| Coefficient of Variation | 0.262 |
numerical
| Approximate Distinct Count | 787 |
|---|---|
| Approximate Unique (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 2057648 |
| Mean | 33.8022 |
| Minimum | -104.4 |
| Maximum | 69.3 |
| Zeros | 65 |
| Zeros (%) | 0.1% |
| Negatives | 6328 |
| Negatives (%) | 4.9% |
| Minimum | -104.4 |
|---|---|
| 5-th Percentile | 0.11 |
| Q1 | 23.6 |
| Median | 35.6 |
| Q3 | 48 |
| 95-th Percentile | 56.5 |
| Maximum | 69.3 |
| Range | 173.7 |
| IQR | 24.4 |
| Mean | 33.8022 |
|---|---|
| Standard Deviation | 17.4373 |
| Variance | 304.0603 |
| Sum | 4.3471e+06 |
| Skewness | -0.7769 |
| Kurtosis | 1.275 |
| Coefficient of Variation | 0.5159 |
numerical
| Approximate Distinct Count | 23 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 2057648 |
| Mean | 63.1 |
| Minimum | 48 |
| Maximum | 81 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 48 |
|---|---|
| 5-th Percentile | 52 |
| Q1 | 58 |
| Median | 60 |
| Q3 | 69 |
| 95-th Percentile | 75 |
| Maximum | 81 |
| Range | 33 |
| IQR | 11 |
| Mean | 63.1 |
|---|---|
| Standard Deviation | 7.2192 |
| Variance | 52.117 |
| Sum | 8.1148e+06 |
| Skewness | 0.5599 |
| Kurtosis | -0.5156 |
| Coefficient of Variation | 0.1144 |
numerical
| Approximate Distinct Count | 32 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 2057648 |
| Mean | 185.4464 |
| Minimum | 92 |
| Maximum | 296 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 92 |
|---|---|
| 5-th Percentile | 112 |
| Q1 | 156 |
| Median | 181 |
| Q3 | 216 |
| 95-th Percentile | 296 |
| Maximum | 296 |
| Range | 204 |
| IQR | 60 |
| Mean | 185.4464 |
|---|---|
| Standard Deviation | 50.6856 |
| Variance | 2569.035 |
| Sum | 2.3849e+07 |
| Skewness | 0.6119 |
| Kurtosis | 0.02928 |
| Coefficient of Variation | 0.2733 |
numerical
| Approximate Distinct Count | 37 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 2057648 |
| Mean | 197.9567 |
| Minimum | 53 |
| Maximum | 332 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 53 |
|---|---|
| 5-th Percentile | 81 |
| Q1 | 148 |
| Median | 210 |
| Q3 | 245 |
| 95-th Percentile | 304 |
| Maximum | 332 |
| Range | 279 |
| IQR | 97 |
| Mean | 197.9567 |
|---|---|
| Standard Deviation | 70.6751 |
| Variance | 4994.9711 |
| Sum | 2.5458e+07 |
| Skewness | -0.3728 |
| Kurtosis | -0.7592 |
| Coefficient of Variation | 0.357 |
numerical
| Approximate Distinct Count | 36 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 2057648 |
| Mean | 237.7671 |
| Minimum | 13 |
| Maximum | 852 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 13 |
|---|---|
| 5-th Percentile | 13 |
| Q1 | 62 |
| Median | 161 |
| Q3 | 369 |
| 95-th Percentile | 823 |
| Maximum | 852 |
| Range | 839 |
| IQR | 307 |
| Mean | 237.7671 |
|---|---|
| Standard Deviation | 255.2787 |
| Variance | 65167.2091 |
| Sum | 3.0578e+07 |
| Skewness | 1.2387 |
| Kurtosis | 0.1974 |
| Coefficient of Variation | 1.0737 |
numerical
| Approximate Distinct Count | 36 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 2057648 |
| Mean | 486.0907 |
| Minimum | 89 |
| Maximum | 722 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 89 |
|---|---|
| 5-th Percentile | 115 |
| Q1 | 416 |
| Median | 552 |
| Q3 | 623 |
| 95-th Percentile | 703 |
| Maximum | 722 |
| Range | 633 |
| IQR | 207 |
| Mean | 486.0907 |
|---|---|
| Standard Deviation | 177.0834 |
| Variance | 31358.5379 |
| Sum | 6.2513e+07 |
| Skewness | -0.8362 |
| Kurtosis | -0.3693 |
| Coefficient of Variation | 0.3643 |
numerical
| Approximate Distinct Count | 35 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 2057648 |
| Mean | 260.8811 |
| Minimum | 56 |
| Maximum | 407 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 56 |
|---|---|
| 5-th Percentile | 58 |
| Q1 | 185 |
| Median | 284 |
| Q3 | 363 |
| 95-th Percentile | 379 |
| Maximum | 407 |
| Range | 351 |
| IQR | 178 |
| Mean | 260.8811 |
|---|---|
| Standard Deviation | 108.4317 |
| Variance | 11757.4387 |
| Sum | 3.355e+07 |
| Skewness | -0.6924 |
| Kurtosis | -0.8234 |
| Coefficient of Variation | 0.4156 |
numerical
| Approximate Distinct Count | 893 |
|---|---|
| Approximate Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 2057648 |
| Mean | 3.4097 |
| Minimum | 0 |
| Maximum | 38.54 |
| Zeros | 767 |
| Zeros (%) | 0.6% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.53 |
| Q1 | 1.75 |
| Median | 3 |
| Q3 | 4.55 |
| 95-th Percentile | 7.67 |
| Maximum | 38.54 |
| Range | 38.54 |
| IQR | 2.8 |
| Mean | 3.4097 |
|---|---|
| Standard Deviation | 2.4192 |
| Variance | 5.8527 |
| Sum | 438493.53 |
| Skewness | 2.3214 |
| Kurtosis | 16.1118 |
| Coefficient of Variation | 0.7095 |
numerical
| Approximate Distinct Count | 840 |
|---|---|
| Approximate Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 2057648 |
| Mean | 26.3272 |
| Minimum | 0 |
| Maximum | 101.5 |
| Zeros | 115 |
| Zeros (%) | 0.1% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 8 |
| Q1 | 17.5 |
| Median | 27.35 |
| Q3 | 34.7 |
| 95-th Percentile | 42.5 |
| Maximum | 101.5 |
| Range | 101.5 |
| IQR | 17.2 |
| Mean | 26.3272 |
|---|---|
| Standard Deviation | 10.9578 |
| Variance | 120.073 |
| Sum | 3.3858e+06 |
| Skewness | -0.004946 |
| Kurtosis | 0.1785 |
| Coefficient of Variation | 0.4162 |
numerical
| Approximate Distinct Count | 827 |
|---|---|
| Approximate Unique (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 2057648 |
| Mean | 58.2246 |
| Minimum | 0.9 |
| Maximum | 91.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.9 |
|---|---|
| 5-th Percentile | 16.81 |
| Q1 | 51.7 |
| Median | 63.3 |
| Q3 | 71.4 |
| 95-th Percentile | 77.2 |
| Maximum | 91.6 |
| Range | 90.7 |
| IQR | 19.7 |
| Mean | 58.2246 |
|---|---|
| Standard Deviation | 18.03 |
| Variance | 325.0796 |
| Sum | 7.4879e+06 |
| Skewness | -1.2574 |
| Kurtosis | 0.8341 |
| Coefficient of Variation | 0.3097 |
numerical
| Approximate Distinct Count | 522 |
|---|---|
| Approximate Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 2057648 |
| Mean | 4.3657 |
| Minimum | 1.35 |
| Maximum | 8.13 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1.35 |
|---|---|
| 5-th Percentile | 2.84 |
| Q1 | 3.72 |
| Median | 4.38 |
| Q3 | 5.03 |
| 95-th Percentile | 5.84 |
| Maximum | 8.13 |
| Range | 6.78 |
| IQR | 1.31 |
| Mean | 4.3657 |
|---|---|
| Standard Deviation | 0.933 |
| Variance | 0.8705 |
| Sum | 561444.56 |
| Skewness | -0.08232 |
| Kurtosis | -0.2162 |
| Coefficient of Variation | 0.2137 |
numerical
| Approximate Distinct Count | 2483 |
|---|---|
| Approximate Unique (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 2057648 |
| Mean | 68.1678 |
| Minimum | 24.86 |
| Maximum | 87.52 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 24.86 |
|---|---|
| 5-th Percentile | 49.79 |
| Q1 | 62.11 |
| Median | 69.36 |
| Q3 | 75.69 |
| 95-th Percentile | 81.34 |
| Maximum | 87.52 |
| Range | 62.66 |
| IQR | 13.58 |
| Mean | 68.1678 |
|---|---|
| Standard Deviation | 9.7711 |
| Variance | 95.4746 |
| Sum | 8.7666e+06 |
| Skewness | -0.6877 |
| Kurtosis | 0.1577 |
| Coefficient of Variation | 0.1433 |
numerical
| Approximate Distinct Count | 1975 |
|---|---|
| Approximate Unique (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 2057648 |
| Mean | 150.3987 |
| Minimum | 0 |
| Maximum | 246.7 |
| Zeros | 183 |
| Zeros (%) | 0.1% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 68 |
| Q1 | 127 |
| Median | 157.1 |
| Q3 | 180.8 |
| 95-th Percentile | 206.8 |
| Maximum | 246.7 |
| Range | 246.7 |
| IQR | 53.8 |
| Mean | 150.3987 |
|---|---|
| Standard Deviation | 41.6556 |
| Variance | 1735.193 |
| Sum | 1.9342e+07 |
| Skewness | -0.7837 |
| Kurtosis | 0.433 |
| Coefficient of Variation | 0.277 |